Fold 0 - Understanding why coefficient -1466635 was selected
Tag: ASSEMBLED IN THE USA
Selected Coefficient: -1466635
Taxonomy Path: -0.0.77.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -1466635 | 1.000320 | -0.0.77.2 | -2.77.0.0 (-(2*79^3 + 77*79^2)) | Yes | |
| 31205 | 1.000320 | 0.0.5 | 5.0.0 (5*79^2) | No | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| -5086575 | 3.000000 | -2.2.25.10 | -10.25.2.2 (-(10*79^3 + 25*79^2 + 2*79 + 2)) | No |
These are the training products that have the "ASSEMBLED IN THE USA" tag (processing sequence 4332). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 252 | Coral Sun Accessory Pouch | 31205 | AOP | 1497840 | none | ||
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 0 | AOP | 1466635 | none | ||
| 227 | Rock Candy - Women's Skater Skirt | -1466635 | WOMEN'S CLOTHING, AOP CLOTHING | 0 | none | ||
| 268 | High Waisted Yoga Leggings | -5086575 | WOMEN'S CLOTHING, LEGGINGS, PANTS, AOP CLOTHING, TROUSERS | -3619940 | BOTTOMS |